Salary
≈ $46k – $98k per year (Estimated)
Location
In office (Bengaluru)
Seniority
Architect · 3+ years exp
Employment
Cofounder
Overview
Company
Impact
Profile match
Logikality.ai is an AI-powered tech company that builds workflow automation and decision intelligence solutions for the mortgage, title, and financial services industries to accelerate digital transformation.
This is a hands-on technical leadership role for someone who enjoys solving difficult AI problems and turning research into production impact. You will lead the research agenda across large language models, reasoning systems, agentic AI, multimodal learning, and intelligent decision support while working closely with engineering, product, and mortgage domain experts. You will prototype new ideas, validate them through rigorous experimentation, and help productionize solutions that directly improve customer outcomes. This role is ideal for someone with deep research expertise who enjoys building real-world AI systems rather than research for its own sake.
Responsibilities:
- Define and execute the Applied AI research roadmap aligned with company and product goals.
- Design novel approaches for document understanding, reasoning, planning, retrieval, and decision support.
- Build agentic AI systems capable of orchestrating tools, workflows, and domain knowledge to solve complex mortgage use cases.
- Develop multimodal AI models that combine documents, structured data, images, and operational context.
- Lead research on long-context reasoning, knowledge integration, memory, retrieval-augmented generation (RAG), and workflow automation.
- Design robust evaluation frameworks, benchmarks, and automated testing pipelines to measure model quality, reliability, explainability, and business impact.
- Rapidly prototype, experiment, and iterate on new AI techniques, evaluating state-of-the-art research for production adoption.
- Work closely with software engineers to translate research prototypes into scalable, production-ready systems.
- Mentor AI engineers and contribute to building a strong research culture within the organisation.
- Collaborate with mortgage domain experts to deeply understand operational workflows, compliance requirements, and decision-making processes.
- Stay current with advances in AI research and identify opportunities to leverage emerging techniques within our platform.
- Represent Logikality in customer interactions, strategic discussions, industry conferences, and business forums, communicating our AI vision, gathering market insights, and helping shape research priorities through direct engagement with customers and ecosystem partners.
Requirements:
- PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related discipline; or an engineering degree in Computer Science or related disciplines from a premier engineering institution (e. g., IITs, IISc, NITs, BITS Pilani, or top-tier global universities).
- 3-8 years of professional experience in Applied AI, Machine Learning, or AI Research, with experience building production-grade AI systems
- Strong expertise in modern AI, including Large Language Models, transformers, agentic AI, reasoning systems, retrieval, multimodal learning, or adjacent areas.
- Strong software engineering skills with Python and modern machine learning frameworks.
- Experience designing and implementing production-grade AI systems that solve complex real-world problems.
- Strong understanding of model evaluation, benchmarking, experimentation, and AI system reliability.
- Experience balancing research innovation with engineering pragmatism and product delivery.
- Excellent problem-solving and communication skills with the ability to collaborate across engineering, product, and business teams.
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